Paper Citation Record · LEDGER

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks

As of 16 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.08277.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.08277 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:17:28.931902Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d56bbb9-3240-416c-aa78-b1f9d6ad1a46 · outbound

This paper cites A survey on intent-based networking,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks A survey on intent-based networking,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.784534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216a08ef-cdc1-4901-84ff-5b75fd242e85 · outbound

This paper cites Network slicing in 5G: Survey and challenges,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Network slicing in 5G: Survey and challenges,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.620713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 322199e8-44e2-4117-977a-f89d9159ccb9 · outbound

This paper cites O-RAN: Disrupting the virtu- alized RAN ecosystem,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks O-RAN: Disrupting the virtu- alized RAN ecosystem,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.603787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1cb8dc4-2d1d-41b8-9464-e39467f8832c · outbound

This paper cites RD-Probe: Scalable monitoring with sufficient coverage in complex datacenter networks,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks RD-Probe: Scalable monitoring with sufficient coverage in complex datacenter networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.587033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 505b7429-28d2-4039-8559-6d2f1bb46eab · outbound

This paper cites Enhancing network failure mitigation with performance-aware ranking,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Enhancing network failure mitigation with performance-aware ranking,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.570162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 588bdd92-4d16-4905-bfb2-11f35457f5cc · outbound

This paper cites Impact of adaptive consistency on distributed SDN applications: An empirical study,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Impact of adaptive consistency on distributed SDN applications: An empirical study,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.554140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ce98e1e8-61a2-4e06-a393-e4263686f461 · outbound

This paper cites Abstractions for network update,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Abstractions for network update,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.537879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0c6108b-4867-44c3-a2b7-cd92ab17dbfa · outbound

This paper cites WirelessAgent: Large language model agents for intelligent wireless networks,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks WirelessAgent: Large language model agents for intelligent wireless networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.523176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45065e92-e483-4e85-b233-6209af654f4d · outbound

This paper cites WirelessAgent++: Automated agentic workflow design and benchmarking for wireless networks,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks WirelessAgent++: Automated agentic workflow design and benchmarking for wireless networks,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.828869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ca744e0-1298-4e0a-bbf3-e7f3d47c361b · outbound

This paper cites WirelessBench: A tolerance-aware LLM agent benchmark for wireless network intelligence,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks WirelessBench: A tolerance-aware LLM agent benchmark for wireless network intelligence,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.834246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81273ccf-02b8-441e-9baf-fa3fb8b84711 · outbound

This paper cites NetConfEval: Can LLMs facilitate network configuration?.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks NetConfEval: Can LLMs facilitate network configuration?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.507299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72756a5e-5ed1-4027-bb98-3aedb16629d9 · outbound

This paper cites Benchmarking LLM-Driven Network Configuration Repair.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Benchmarking LLM-Driven Network Configuration Repair

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:17:29.037167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4670c9d3-0d0a-47ee-91e0-6fc746a40239 · outbound

This paper cites R-Judge: Benchmarking safety risk awareness for LLM agents,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks R-Judge: Benchmarking safety risk awareness for LLM agents,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.489570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7bbf8b22-82b7-46de-a3d7-dd03e1f6424f · outbound

This paper cites AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.855625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da05058-9e2b-49e7-88be-e7d9ff5857b4 · outbound

This paper cites Dynamic control system upgrade using the Simplex architecture,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Dynamic control system upgrade using the Simplex architecture,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.473246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a9af97b7-5c09-42a8-ae65-bc95e8bc1e5d · outbound

This paper cites ModelPlex: Verified runtime validation of verified cyber-physical system models,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks ModelPlex: Verified runtime validation of verified cyber-physical system models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.457424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0061fd0f-6540-4c63-a10f-d04a293c8720 · outbound

This paper cites Self-Refine: Iterative refinement with self-feedback,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Self-Refine: Iterative refinement with self-feedback,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.440770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 27ba039c-fc2c-4331-a922-9eb8dfaa551c · outbound

This paper cites CRITIC: Large language models can self-correct with tool-interactive critiquing,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks CRITIC: Large language models can self-correct with tool-interactive critiquing,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.425099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0984997c-9f56-44e6-aa7b-0a531b3d6a07 · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks ReAct: Synergizing reasoning and acting in language models,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.880695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 575f5379-6b7f-45e6-9373-fdabcc1d3c56 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Toolformer: Language models can teach themselves to use tools,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.397808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b546a014-a345-4949-9ccb-677517bf090e · outbound

This paper cites ToolLLM: Facilitating large language models to master 16000+ real-world APIs,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks ToolLLM: Facilitating large language models to master 16000+ real-world APIs,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.381583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7afbd8d-6467-40d4-8594-65d5e9ce7a44 · outbound

This paper cites FlexRAN: A flexible and programmable platform for software- defined radio access networks,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks FlexRAN: A flexible and programmable platform for software- defined radio access networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.366223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4fed746f-ec68-4b96-9a9e-993c5f61da8b · outbound

This paper cites Application of machine learning in wireless networks: Key techniques and open issues,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Application of machine learning in wireless networks: Key techniques and open issues,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.899407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5883b0-d278-4a75-a0c0-ef6517142266 · outbound

This paper cites Header space analysis: Static checking for networks,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Header space analysis: Static checking for networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.338045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ba21e9cd-2683-4c35-8799-8c982340a652 · outbound

This paper cites Real time network policy checking using header space analysis,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Real time network policy checking using header space analysis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.320891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 39b6d04c-9460-46c7-8f74-b36b9ff37f25 · outbound

This paper cites Veri- Flow: Verifying network-wide invariants in real time,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Veri- Flow: Verifying network-wide invariants in real time,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.303848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d057ca02-e0b5-49e4-a90b-5f421a766343 · outbound

This paper cites A general approach to network con- figuration analysis,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks A general approach to network con- figuration analysis,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.287158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation be0dc3e9-51e3-44af-8c17-69b831ae4a2e · outbound

This paper cites PROV-DM: The PROV data model,.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks PROV-DM: The PROV data model,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:17:29.271371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59ea17cf-848d-4afe-bbdb-39e7b5ee72dd · outbound

This paper cites Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T00:17:28.926641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ca5cef-9598-426d-b621-2f877ef1f534 · outbound

This paper cites A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis.

WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:17:28.978743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.